Loghub

Includes logs from distributed systems, supercomputers, operating systems, mobile systems, and server applications—such as Hadoop, Spark, Windows, and Android—as detailed in the README table, enabling cross-domain research.

Logs are minimally modified and often unsanitized to preserve real-world characteristics, as stated in the philosophy, providing a realistic foundation for meaningful log analytics advancements.

Several datasets like HDFS_v1, BGL, and Thunderbird come with labels, directly supporting supervised tasks such as anomaly detection without the need for manual annotation.

With datasets ranging from megabytes to gigabytes and millions to billions of log lines, all freely available via Zenodo links, it facilitates extensive academic research without financial barriers.